Designing and Implementing a Data Science Solution on Azure — Question 166
You manage an Azure Machine Learning workspace that includes a batch endpoint.
You plan to deploy a model to the batch endpoint.
You need to configure compute for the deployment.
Which compute should you use?
Answer options
- A. Remote VM
- B. AmlCompute instance
- C. Azure Batch
- D. Kubernetes cluster
Correct answer: B
Explanation
The correct choice is B, AmlCompute instance, as it is specifically designed for training and deploying machine learning models in Azure Machine Learning environments. Options A, C, and D are not optimized for the model deployment scenario in a batch endpoint context, making them less suitable.